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Explainable AI improves task performance in human–AI collaboration
Senoner, Julian, Schallmoser, Simon, Kratzwald, Bernhard, Feuerriegel, Stefan, Netland, Torbjørn
Published in Scientific reports (28.12.2024)
Published in Scientific reports (28.12.2024)
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Leveraging explainable AI for gut microbiome-based colorectal cancer classification
Rynazal, Ryza, Fujisawa, Kota, Shiroma, Hirotsugu, Salim, Felix, Mizutani, Sayaka, Shiba, Satoshi, Yachida, Shinichi, Yamada, Takuji
Published in Genome Biology (09.02.2023)
Published in Genome Biology (09.02.2023)
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Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences
Carrieri, Anna Paola, Haiminen, Niina, Maudsley-Barton, Sean, Gardiner, Laura-Jayne, Murphy, Barry, Mayes, Andrew E., Paterson, Sarah, Grimshaw, Sally, Winn, Martyn, Shand, Cameron, Hadjidoukas, Panagiotis, Rowe, Will P. M., Hawkins, Stacy, MacGuire-Flanagan, Ashley, Tazzioli, Jane, Kenny, John G., Parida, Laxmi, Hoptroff, Michael, Pyzer-Knapp, Edward O.
Published in Scientific reports (25.02.2021)
Published in Scientific reports (25.02.2021)
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xEEGNet: towards explainable AI in EEG dementia classification
Zanola, Andrea, Fabrice Tshimanga, Louis, Del Pup, Federico, Baiesi, Marco, Atzori, Manfredo
Published in Journal of neural engineering (01.08.2025)
Published in Journal of neural engineering (01.08.2025)
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Classification by ordinal sums of conjunctive and disjunctive functions for explainable AI and interpretable machine learning solutions
Hudec, Miroslav, Mináriková, Erika, Mesiar, Radko, Saranti, Anna, Holzinger, Andreas
Published in Knowledge-based systems (23.05.2021)
Published in Knowledge-based systems (23.05.2021)
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Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning
Saranti, Anna, Hudec, Miroslav, Mináriková, Erika, Takáč, Zdenko, Großschedl, Udo, Koch, Christoph, Pfeifer, Bastian, Angerschmid, Alessa, Holzinger, Andreas
Published in Machine learning and knowledge extraction (01.12.2022)
Published in Machine learning and knowledge extraction (01.12.2022)
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Machine learning-driven clinical decision support for low bone mineral density: A web-based prediction model with explainable AI integration
Yang, Xing, Liu, Jianyuan, Huang, Xiaozhi, Liang, Hao, Cui, Ping, He, Shiran, Zhang, Heng, Liao, Wenping, Zhang, Guangkun, Huang, Qianqian, Ning, Huan, Luo, Tingyan, Luo, Yinghua, Li, Wei, Huang, Jiegang
Published in Bone (New York, N.Y.) (01.11.2025)
Published in Bone (New York, N.Y.) (01.11.2025)
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Explainable AI for Data-Driven Feedback and Intelligent Action Recommendations to Support Students Self-Regulation
Afzaal, Muhammad, Nouri, Jalal, Zia, Aayesha, Papapetrou, Panagiotis, Fors, Uno, Wu, Yongchao, Li, Xiu, Weegar, Rebecka
Published in Frontiers in artificial intelligence (12.11.2021)
Published in Frontiers in artificial intelligence (12.11.2021)
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